| How Inverse Conditional Flows Can Serve as a Substitute for Distributional Regression | May 8, 2024 | Deep Learningregression | —Unverified | 0 |
| Uncertainty Quantification Metrics for Deep Regression | May 7, 2024 | regressionUncertainty Quantification | —Unverified | 0 |
| MERIT: Multi-view Evidential learning for Reliable and Interpretable liver fibrosis sTaging | May 5, 2024 | MULTI-VIEW LEARNINGUncertainty Quantification | —Unverified | 0 |
| Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks | May 3, 2024 | FairnessImage Segmentation | —Unverified | 0 |
| A comparative study of conformal prediction methods for valid uncertainty quantification in machine learning | May 3, 2024 | Conformal PredictionUncertainty Quantification | —Unverified | 0 |
| Conformal Prediction for Natural Language Processing: A Survey | May 3, 2024 | Conformal PredictionDecision Making | —Unverified | 0 |
| Accounting for the Effects of Probabilistic Uncertainty During Fast Charging of Lithium-ion Batteries | May 2, 2024 | Uncertainty Quantification | —Unverified | 0 |
| Multivariate Bayesian Last Layer for Regression: Uncertainty Quantification and Disentanglement | May 2, 2024 | Disentanglementregression | —Unverified | 0 |
| Accelerating Convergence in Bayesian Few-Shot Classification | May 2, 2024 | ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Random Pareto front surfaces | May 2, 2024 | Uncertainty Quantification | CodeCode Available | 0 |
| Leveraging Active Subspaces to Capture Epistemic Model Uncertainty in Deep Generative Models for Molecular Design | Apr 30, 2024 | Bayesian InferenceDiversity | —Unverified | 0 |
| Statistics and explainability: a fruitful alliance | Apr 30, 2024 | counterfactualUncertainty Quantification | —Unverified | 0 |
| Pessimistic Value Iteration for Multi-Task Data Sharing in Offline Reinforcement Learning | Apr 30, 2024 | Offline RLReinforcement Learning (RL) | CodeCode Available | 1 |
| Predicting Safety Misbehaviours in Autonomous Driving Systems using Uncertainty Quantification | Apr 29, 2024 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 |
| Uncertainty quantification for iterative algorithms in linear models with application to early stopping | Apr 27, 2024 | Uncertainty Quantificationvalid | —Unverified | 0 |
| Implicit Generative Prior for Bayesian Neural Networks | Apr 27, 2024 | Classification ConsistencyComputational Efficiency | CodeCode Available | 0 |
| Sensor Response-Time Reduction using Long-Short Term Memory Network Forecasting | Apr 26, 2024 | Time Series ForecastingUncertainty Quantification | —Unverified | 0 |
| Deep Evidential Learning for Radiotherapy Dose Prediction | Apr 26, 2024 | PredictionUncertainty Quantification | —Unverified | 0 |
| Taming False Positives in Out-of-Distribution Detection with Human Feedback | Apr 25, 2024 | Medical DiagnosisOut-of-Distribution Detection | CodeCode Available | 0 |
| Automatic AI controller that can drive with confidence: steering vehicle with uncertainty knowledge | Apr 24, 2024 | Decision MakingUncertainty Quantification | —Unverified | 0 |
| FedSI: Federated Subnetwork Inference for Efficient Uncertainty Quantification | Apr 24, 2024 | Federated LearningPersonalized Federated Learning | —Unverified | 0 |
| Uncertainty Quantification of Data-Driven Output Predictors in the Output Error Setting | Apr 23, 2024 | PredictionUncertainty Quantification | —Unverified | 0 |
| Uncertainty Quantification on Graph Learning: A Survey | Apr 23, 2024 | Decision MakingGraph Learning | —Unverified | 0 |
| A Novel A.I Enhanced Reservoir Characterization with a Combined Mixture of Experts -- NVIDIA Modulus based Physics Informed Neural Operator Forward Model | Apr 20, 2024 | Mixture-of-ExpertsUncertainty Quantification | —Unverified | 0 |
| Multiclass ROC | Apr 19, 2024 | Binary ClassificationMulti-class Classification | —Unverified | 0 |
